diff --git a/.github/workflows/build-and-test.yml b/.github/workflows/build-and-test.yml
index 1b28ee5c..c9f9ae75 100644
--- a/.github/workflows/build-and-test.yml
+++ b/.github/workflows/build-and-test.yml
@@ -44,13 +44,24 @@ jobs:
         run: |
           python -m pip install --upgrade pip
           pip install -r requirements.txt
+          pip install ruff
+          pip install pytest pytest-cov pytest-md-report
         
       - name: Lint with Ruff
         run: |
-          pip install ruff
           ruff check --output-format=github .
 
+
       - name: Test with pytest
+        env:
+          REPORT_OUTPUT: md_report.md
         run: |
-          pip install pytest pytest-cov
-          pytest
\ No newline at end of file
+          echo "REPORT_FILE=${REPORT_OUTPUT}" >> "$GITHUB_ENV"
+          pytest -v --md-report --md-report-flavor gfm --md-report-exclude-outcomes passed skipped xpassed --md-report-output "$REPORT_OUTPUT"
+      
+      - name: Render the report to the PR when tests fail
+        uses: marocchino/sticky-pull-request-comment@v2
+        with:
+          header: test-report
+          recreate: true
+          path: ${{ env.REPORT_FILE }}
\ No newline at end of file